{"id":"W4364354855","doi":"10.1093/jee/toad056","title":"Winter mortality, diversification, and self-sufficiency affect honey bee (Hymenoptera: Apidae) colony profit in Canada: a model of commercial Alberta beekeepers","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of British Columbia","funders":"Agriculture and Agri-Food Canada; Ministry of Colleges and Universities; Genome British Columbia; Government of Canada; Ontario Genomics Institute; Genome Canada; Ontario Genomics; University of Lethbridge","keywords":"Beekeeping; Biology; Profit (economics); Diversification (marketing strategy); Revenue; Honey bee; Beehive; Profitability index; Apidae; Agricultural science; Toxicology; Hymenoptera; Ecology; Business; Economics; Finance; Marketing; Microeconomics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003982756,0.0008785241,0.0004953383,0.0005447997,0.001452756,0.001513168,0.001908066,0.001056433,0.003552477],"category_scores_gemma":[0.0008382741,0.0003925537,0.0007443087,0.0006228752,0.001250637,0.0005324008,0.0008386481,0.0008226917,0.0002297918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01972568,"about_ca_system_score_gemma":0.01024551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9561696,"about_ca_topic_score_gemma":0.9451746,"domain_scores_codex":[0.9998052,0.00002890813,0.000004259568,0.00002550068,0.00002234241,0.0001138966],"domain_scores_gemma":[0.9994373,0.0001588953,0.00008269663,0.00001509221,0.0001242248,0.000181745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004146563,0.0003170146,0.07182074,0.0000463518,0.00009108712,0.0004835561,0.0002707461,0.9087819,0.002279216,0.008127663,0.002184199,0.005182855],"study_design_scores_gemma":[0.000126613,0.0001306847,0.03842409,0.00001662053,0.0001173321,0.00006405388,0.0007859303,0.9572287,0.0002412364,0.001624926,0.001188065,0.00005159563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902762,0.0002091867,0.00144718,0.0004150206,0.00001017329,0.00003675231,0.0007053227,0.00002750779,0.0068726],"genre_scores_gemma":[0.9923916,0.0002211359,0.0007315127,0.0000449096,0.000004660492,0.00002089725,0.0003226846,0.000008114303,0.006254483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04383039,"threshold_uncertainty_score":0.1431205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419546424077769,"score_gpt":0.2750107748140495,"score_spread":0.2330561324062725,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}